Avoid avoid if possible here.
So we don't go out when DC is already tired, we do stealth ninja runs to the shops rather than lazy ambles, and with a slightly older child, we keep the best to last and keep reminding them all the way through that there's cake/McDonald's/going to see grandma/whatever afterwards. But that doesn't work with a younger child who is just going to want that immediately.
Distraction right before it begins - if I can spot it in time then a sudden "oh look!" at something in the window, or a tickle attack.
During it, a variety of picking up and moving away (to reduce the audience), sitting beside actively empathising - naming emotions, describing what's happening. Sometimes that helps, sometimes it makes it worse. If that makes it worse, I walk away, tell them I'm doing something else but I'll be back in a minute to see if they are finished.
Wine and chocolate. For me not her!
And trying to reduce frustrations beforehand if I can. So for eg we love cooking/baking. But with one child the process of waiting for things to cook us just too much. So o bake during nap time, have the icing all ready, then they can just go wild with decorating.
For a child who wants everything in the cleaning cupboard, I'd clear out another kitchen cupboard and make sure it just has Tupperware and saucepans, and then let them go mad with that cupboard when you're in the other ones (for your sanity, make this the cupboard farthest from the cooker!). I might get a little spray bottle and fill it with wAter so she can squirt and clean when you do.
Sometimes though? They're just going to tantrum no matter what. And all you can do is wait for it to pass. And hopefully if she's starting early she'll be through the worst of it before she's too heavy to pick up!
One thing. If you find yourself getting beyond furious at her for being so ferociously unreasonable, put her in her cot or playpen and walk away for a few minutes. She'll be safe, even if she's screaming, and of you take a few minutes yourself you'll be calmer when you re-enter the fray. Better to shut the door, breathe deeply, and find your calm, than to lose the plot completely.